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07/19/2023
Properties of Discrete Sliced Wasserstein Losses
The Sliced Wasserstein (SW) distance has become a popular alternative to...
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04/28/2023
Wasserstein Dictionaries of Persistence Diagrams
This paper presents a computational framework for the concise encoding o...
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09/06/2022
Video Restoration with a Deep Plug-and-Play Prior
This paper presents a novel method for restoring digital videos via a De...
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06/29/2022
Can Push-forward Generative Models Fit Multimodal Distributions?
Many generative models synthesize data by transforming a standard Gaussi...
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01/16/2022
On Maximum-a-Posteriori estimation with Plug Play priors and stochastic gradient descent
Bayesian methods to solve imaging inverse problems usually combine an ex...
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10/18/2021
An Analysis and Implementation of the HDR+ Burst Denoising Method
HDR+ is an image processing pipeline presented by Google in 2016. At its...
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07/16/2021
Wasserstein Distances, Geodesics and Barycenters of Merge Trees
This paper presents a unified computational framework for the estimation...
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03/08/2021
Bayesian imaging using Plug Play priors: when Langevin meets Tweedie
Since the seminal work of Venkatakrishnan et al. (2013), Plug Play (...
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07/01/2019
FastDVDnet: Towards Real-Time Video Denoising Without Explicit Motion Estimation
In this paper, we propose a state-of-the-art video denoising algorithm b...
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06/10/2017